{"id":24054836,"url":"https://github.com/lingfromsh/cat-and-dog-tutorials","last_synced_at":"2026-05-13T22:31:40.221Z","repository":{"id":191147294,"uuid":"363575040","full_name":"lingfromSh/cat-and-dog-tutorials","owner":"lingfromSh","description":"Use alexnet to solving cat-and-dog classification","archived":false,"fork":false,"pushed_at":"2021-05-03T09:31:46.000Z","size":3,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-12T22:03:11.323Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lingfromSh.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-05-02T05:37:38.000Z","updated_at":"2021-05-03T09:31:49.000Z","dependencies_parsed_at":"2023-08-28T11:13:43.471Z","dependency_job_id":null,"html_url":"https://github.com/lingfromSh/cat-and-dog-tutorials","commit_stats":null,"previous_names":["lingfromsh/cat-and-dog-tutorials"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lingfromSh/cat-and-dog-tutorials","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lingfromSh%2Fcat-and-dog-tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lingfromSh%2Fcat-and-dog-tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lingfromSh%2Fcat-and-dog-tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lingfromSh%2Fcat-and-dog-tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lingfromSh","download_url":"https://codeload.github.com/lingfromSh/cat-and-dog-tutorials/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lingfromSh%2Fcat-and-dog-tutorials/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33002578,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-13T13:14:54.681Z","status":"ssl_error","status_checked_at":"2026-05-13T13:14:51.610Z","response_time":115,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-01-09T03:50:46.128Z","updated_at":"2026-05-13T22:31:40.206Z","avatar_url":"https://github.com/lingfromSh.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cat and Dog\n\nUse an alexnet to solve a bi-classification problem\n\n## Training\n\nYou could run `train.py` to train the model.\n\nAfter 100 epoches, this model could reach more than 90% to give a correct classification. \n\n## Predicting\n\nYou could run `predict.py` and set the input image by flag `-f`. After a few seconds, the model will give you the answer.  \n\n## Testing\n\nYou could run `test.py` to check whether this model is overfitting training resources.\n\n## About training and testing data\n\nYou could download cat\u0026dog dataset from `kaggle` or elsewhere.\n\n## Some advices\n\nFor having a more powerful ability, You could add some more preprocesses to generate nonstandard pics.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flingfromsh%2Fcat-and-dog-tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flingfromsh%2Fcat-and-dog-tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flingfromsh%2Fcat-and-dog-tutorials/lists"}